Do I need to reload Logrotate after config change?

No, Logrotate is just a daily cronjob. There is no need for a reboot/restart or reload of this service after a change.

You can test the new config with the following command:

logrotate –force $CONFIG_FILE # The force option means it should ignore the dependencies and rotate anyway.